DeepSeek Math 7B Specs, Benchmarks & Downloads
DeepSeek Math 7B
Mathematical reasoning model
Status
active
Parameters
7.00
Context Window
4096
Modality
Text
Release Date
Apr 27, 2024
About
Explore DeepSeek Math 7B, a text AI model developed by . View specifications, context window, architecture, license, supported platforms, features, benchmarks, official downloads, and related articles.
DeepSeek Math 7B specializes in mathematical problem solving.
Family
DolphinDeveloper
N/AArchitecture
TransformerLicense
Llama Community LicenseHardware Requirements
Minimum:
Use Case: Local inference
GPU Minimum: RTX 3060
GPU VRAM: 12GB
System RAM: 32GB
Storage: 50GB
Operating System: Linux
DeepSeek Math 7B deployment
Recommended:
Use Case: Desktop inference
GPU Minimum: RTX 4070
GPU VRAM: 12GB
System RAM: 32GB
Storage: 60GB
Operating System: Linux
Recommended coding/math setup
High Performance:
Use Case: Fast inference
GPU Minimum: RTX 4090
GPU VRAM: 24GB
System RAM: 64GB
Storage: 70GB
Operating System: Linux
High throughput
Model Deployment Readiness
Model Ecosystem Support
15%
Platforms
25%
Features
1%
Downloads
20%
Platform Compatibility
25%
Supported across 3 of 12 platforms
Context Window
Industry-standard context window comparison
4,096
tokens
4K
4K
32K
128K
1M
2M
Database Rank
#72
Percentile
Top 29%
Capacity
Small
Benchmark Performance
Evaluation profile across publicly reported benchmarks
|
MATH-500
|
Mathematics | 84.2 % | 2024 |
|
GSM8K
|
Mathematics | 88.2 % | 2024 |
|
MMLU
|
Knowledge | 52.1 % | 2024 |
Highest Benchmark
GSM8K
88.2%
Benchmarks Available
3
Latest Evaluation
Apr 2024
